Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression

25 February 2019

Silvio Savarese

Papers citing "Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression"

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Title
Objects are Different: Flexible Monocular 3D Object Detection Yunpeng Zhang Jiwen Lu Jie Zhou 3DPC 33 255 0 06 Apr 2021
Efficient DETR: Improving End-to-End Object Detector with Dense Prior Z. Yao Jiangbo Ai Boxun Li Chi Zhang ViT 48 214 0 03 Apr 2021
SCALoss: Side and Corner Aligned Loss for Bounding Box Regression Tu Zheng Shuai Zhao Yang Liu Zili Liu Deng Cai 68 11 0 01 Apr 2021
Force-and-moment-based Model Predictive Control for Achieving Highly Dynamic Locomotion on Bipedal Robots Junheng Li G. Alcan 30 20 0 31 Mar 2021
GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection Abhinav Kumar Garrick Brazil Xiaoming Liu 29 91 0 31 Mar 2021
Learning Spatio-Temporal Transformer for Visual Tracking Bin Yan Houwen Peng Jianlong Fu Dong Wang Huchuan Lu ViT 26 709 0 31 Mar 2021
Delving into Localization Errors for Monocular 3D Object Detection Xinzhu Ma Yinmin Zhang Dan Xu Dongzhan Zhou Shuai Yi Haojie Li Wanli Ouyang 3DPC 33 223 0 30 Mar 2021
Dynamic Attention guided Multi-Trajectory Analysis for Single Object Tracking Tianlin Li Zhe Chen Jin Tang Bin Luo Yaowei Wang Yonghong Tian Feng Wu 28 44 0 30 Mar 2021
Score-oriented loss (SOL) functions Francesco Marchetti Sabrina Guastavino Michele Piana C. Campi 14 12 0 29 Mar 2021
Transformer Tracking Xin Chen Bin Yan Jiawen Zhu Dong Wang Xiaoyun Yang Huchuan Lu ViT 22 942 0 29 Mar 2021
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers Tianyu Zhu Markus Hiller Mahsa Ehsanpour Rongkai Ma Tom Drummond Ian Reid Hamid Rezatofighi VOT 31 35 0 27 Mar 2021
OTA: Optimal Transport Assignment for Object Detection Zheng Ge Songtao Liu Zeming Li Osamu Yoshie Jian Sun OT 25 415 0 26 Mar 2021
AutoLoss-Zero: Searching Loss Functions from Scratch for Generic Tasks Hao Li Tianwen Fu Jifeng Dai Hongsheng Li Gao Huang Xizhou Zhu 45 29 0 25 Mar 2021
Gaussian Guided IoU: A Better Metric for Balanced Learning on Object Detection Shengkai Wu Jinrong Yang Hangchen Yu L. Gou Xiaoping Li 19 6 0 25 Mar 2021
Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class Correlation Exploitation Gongjie Zhang Zhipeng Luo Kaiwen Cui Shijian Lu ViT 25 78 0 22 Mar 2021
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box Regression Dong Chen Duoqian Miao 24 17 0 22 Mar 2021
DCF-ASN: Coarse-to-fine Real-time Visual Tracking via Discriminative Correlation Filter and Attentional Siamese Network Xizhe Xue Ying Li Xiaoyue Yin Qiang Shen 18 0 0 19 Mar 2021
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning Honglu Zhou Asim Kadav Farley Lai Alexandru Niculescu-Mizil Martin Renqiang Min Mubbasir Kapadia H. Graf LRM 51 18 0 19 Mar 2021
SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation Dongfang Liu Yiming Cui Wenbo Tan Yingjie Chen 44 132 0 18 Mar 2021
Which to Match? Selecting Consistent GT-Proposal Assignment for Pedestrian Detection Yan Luo Chongyang Zhang Muming Zhao Hao Zhou Jun Sun 19 0 0 18 Mar 2021
Revisiting the Loss Weight Adjustment in Object Detection Wenxin Yu Yucheng Hu Tianxiang Lan Dong Yin 29 2 0 17 Mar 2021
You Only Look One-level Feature Qiang Chen Yingming Wang Tong Yang Xinming Zhang Jian Cheng Jian Sun ObjD 37 517 0 17 Mar 2021
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection Chenhongyi Yang Zehao Huang Naiyan Wang ObjD 35 225 0 16 Mar 2021
Lite-HDSeg: LiDAR Semantic Segmentation Using Lite Harmonic Dense Convolutions Ryan Razani Ran Cheng E. Taghavi Bingbing Liu 3DPC 22 54 0 16 Mar 2021
Probabilistic two-stage detection Xingyi Zhou V. Koltun Philipp Krahenbuhl ObjD 47 224 0 12 Mar 2021
Reformulating HOI Detection as Adaptive Set Prediction Mingfei Chen Yue Liao Si Liu Zhiyuan Chen Fei Wang Chao Qian 42 142 0 10 Mar 2021
QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information Masato Tamura Hiroki Ohashi Tomoaki Yoshinaga 47 207 0 09 Mar 2021
SCD: A Stacked Carton Dataset for Detection and Segmentation Jinrong Yang Shengkai Wu L. Gou Hangchen Yu Chenxi Lin Jiazhuo Wang Minxuan Li Xiaoping Li 38 13 0 25 Feb 2021
Localization Distillation for Dense Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren W. Zuo Qibin Hou Ming-Ming Cheng ObjD 104 115 0 24 Feb 2021
Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search Peidong Liu Gengwei Zhang Bochao Wang Hang Xu Xiaodan Liang Yong-jia Jiang Zhenguo Li 13 28 0 09 Feb 2021
CorrDetector: A Framework for Structural Corrosion Detection from Drone Images using Ensemble Deep Learning A. Forkan Yong-Bin Kang Prem Prakash Jayaraman Kewen Liao Rohit Kaul G. Morgan R. Ranjan Samir Sinha 6 66 0 09 Feb 2021
Multispectral Object Detection with Deep Learning Md Osman Gani Somenath Kuiry Alaka Das M. Nasipuri N. Das 25 18 0 05 Feb 2021
Automated Rip Current Detection with Region based Convolutional Neural Networks Akila de Silva Issei Mori Gregory Dusek James Davis A. Pang 31 38 0 04 Feb 2021
Safety Case Templates for Autonomous Systems Robin Bloomfield Gareth Fletcher Heidy Khlaaf Luke Hinde Philippa Ryan 47 15 0 29 Jan 2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss Xue Yang Junchi Yan Qi Ming Wentao Wang Xiaopeng Zhang Qi Tian 113 399 0 28 Jan 2021
Focal and Efficient IOU Loss for Accurate Bounding Box Regression Yi-Fan Zhang Weiqiang Ren Zhang Zhang Zhen Jia Liang Wang Tieniu Tan 55 1,223 0 20 Jan 2021
LLA: Loss-aware Label Assignment for Dense Pedestrian Detection Zheng Ge Jianfeng Wang Xin Huang Songtao Liu Osamu Yoshie 26 42 0 12 Jan 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 232 743 0 07 Jan 2021
PandaNet : Anchor-Based Single-Shot Multi-Person 3D Pose Estimation Abdallah Benzine Florian Chabot B. Luvison Q. C. Pham Catherine Achard 3DH 135 57 0 07 Jan 2021
Research on Fast Text Recognition Method for Financial Ticket Image Han Zhang Qinghua Zheng B. Feng 27 7 0 05 Jan 2021
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 264 568 0 31 Dec 2020
Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT A. Garg Salehi M. Rocca R. Garner D. Duncan 23 45 0 22 Dec 2020
Labels Are Not Perfect: Inferring Spatial Uncertainty in Object Detection Di Feng Zining Wang Yiyang Zhou Lars Rosenbaum Fabian Timm Klaus C. J. Dietmayer Masayoshi Tomizuka Wei Zhan 17 22 0 18 Dec 2020
Toward Transformer-Based Object Detection Josh Beal Eric Kim Eric Tzeng Dong Huk Park Andrew Zhai Dmitry Kislyuk ViT 30 209 0 17 Dec 2020
MOLTR: Multiple Object Localisation, Tracking, and Reconstruction from Monocular RGB Videos Kejie Li Hamid Rezatofighi Ian Reid 66 25 0 09 Dec 2020
End-to-End Object Detection with Fully Convolutional Network Jianfeng Wang Lin Song Zeming Li Hongbin Sun Jian Sun N. Zheng ObjD 51 195 0 07 Dec 2020
Towards Better Object Detection in Scale Variation with Adaptive Feature Selection Zehui Gong Dong Li ObjD 40 4 0 06 Dec 2020
Vision-based Drone Flocking in Outdoor Environments Fabian Schilling Fabrizio Schiano Dario Floreano 6 5 0 02 Dec 2020
Meta-Cognition-Based Simple And Effective Approach To Object Detection Sannidhi P Kumar C. Gautam Suresh Sundaram ObjD 6 3 0 02 Dec 2020
Video Self-Stitching Graph Network for Temporal Action Localization Chen Zhao Ali K. Thabet Guohao Li 26 138 0 30 Nov 2020